code: def get_options_dict(activation, lstm_dims, lstm_layers, pos_dims):
      """Generates dictionary with all parser options."""
      return {
          "activation": activation,
          "lstm_dims": lstm_dims,
          "lstm_layers": lstm_layers,
          "pembedding_dims": pos_dims,
          "wembedding_dims": 100,
          "rembedding_dims": 25,
          "hidden_units": 100,
          "hidden2_units": 0,
          "learning_rate": 0.1,
          "blstmFlag": True,
          "labelsFlag": True,
          "bibiFlag": True,
          "costaugFlag": True,
          "seed": 0,
          "mem": 0,
      }
  
file_path: nlp-architect/nlp_architect/models/bist/utils.py
imports: import os
  import subprocess
  from collections import Counter
  from nlp_architect.data.conll import ConllEntry
  from nlp_architect.models.bist.eval.conllu.conll17_ud_eval import run_conllu_eval
label_desc: Use image node_id 6 for calling a global function with example usage: get_options_dict(activation, lstm_dims, lstm_layers, pos_dims) and returns: dict